EP3848853A3 - Procédé de détection d'images, appareil, dispositif électronique et support de stockage - Google Patents

Procédé de détection d'images, appareil, dispositif électronique et support de stockage Download PDF

Info

Publication number
EP3848853A3
EP3848853A3 EP21170755.9A EP21170755A EP3848853A3 EP 3848853 A3 EP3848853 A3 EP 3848853A3 EP 21170755 A EP21170755 A EP 21170755A EP 3848853 A3 EP3848853 A3 EP 3848853A3
Authority
EP
European Patent Office
Prior art keywords
image
detection
imaging
target object
electronic device
Prior art date
Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
Withdrawn
Application number
EP21170755.9A
Other languages
German (de)
English (en)
Other versions
EP3848853A2 (fr
Inventor
Lei Sun
Bin Hu
Siyue RAO
Current Assignee (The listed assignees may be inaccurate. Google has not performed a legal analysis and makes no representation or warranty as to the accuracy of the list.)
Beijing Baidu Netcom Science and Technology Co Ltd
Original Assignee
Beijing Baidu Netcom Science and Technology Co Ltd
Priority date (The priority date is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the date listed.)
Filing date
Publication date
Application filed by Beijing Baidu Netcom Science and Technology Co Ltd filed Critical Beijing Baidu Netcom Science and Technology Co Ltd
Publication of EP3848853A2 publication Critical patent/EP3848853A2/fr
Publication of EP3848853A3 publication Critical patent/EP3848853A3/fr
Withdrawn legal-status Critical Current

Links

Classifications

    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/90—Determination of colour characteristics
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/0002—Inspection of images, e.g. flaw detection
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/25—Fusion techniques
    • G06F18/254—Fusion techniques of classification results, e.g. of results related to same input data
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/0464—Convolutional networks [CNN, ConvNet]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T7/00—Image analysis
    • G06T7/97—Determining parameters from multiple pictures
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/77—Processing image or video features in feature spaces; using data integration or data reduction, e.g. principal component analysis [PCA] or independent component analysis [ICA] or self-organising maps [SOM]; Blind source separation
    • G06V10/80—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level
    • G06V10/809—Fusion, i.e. combining data from various sources at the sensor level, preprocessing level, feature extraction level or classification level of classification results, e.g. where the classifiers operate on the same input data
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/70—Arrangements for image or video recognition or understanding using pattern recognition or machine learning
    • G06V10/82—Arrangements for image or video recognition or understanding using pattern recognition or machine learning using neural networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V20/00—Scenes; Scene-specific elements
    • G06V20/10—Terrestrial scenes
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G06V40/161—Detection; Localisation; Normalisation
    • G06V40/162—Detection; Localisation; Normalisation using pixel segmentation or colour matching
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06F—ELECTRIC DIGITAL DATA PROCESSING
    • G06F18/00—Pattern recognition
    • G06F18/20—Analysing
    • G06F18/24—Classification techniques
    • G06F18/241—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches
    • G06F18/2413—Classification techniques relating to the classification model, e.g. parametric or non-parametric approaches based on distances to training or reference patterns
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/04—Architecture, e.g. interconnection topology
    • G06N3/045—Combinations of networks
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06N—COMPUTING ARRANGEMENTS BASED ON SPECIFIC COMPUTATIONAL MODELS
    • G06N3/00—Computing arrangements based on biological models
    • G06N3/02—Neural networks
    • G06N3/08—Learning methods
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/10—Image acquisition modality
    • G06T2207/10004—Still image; Photographic image
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20081—Training; Learning
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/20—Special algorithmic details
    • G06T2207/20084—Artificial neural networks [ANN]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06T—IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
    • G06T2207/00—Indexing scheme for image analysis or image enhancement
    • G06T2207/30—Subject of image; Context of image processing
    • G06T2207/30196—Human being; Person
    • G06T2207/30201—Face
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/20—Image preprocessing
    • G06V10/25—Determination of region of interest [ROI] or a volume of interest [VOI]
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/40—Extraction of image or video features
    • G06V10/56—Extraction of image or video features relating to colour
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V10/00—Arrangements for image or video recognition or understanding
    • G06V10/98—Detection or correction of errors, e.g. by rescanning the pattern or by human intervention; Evaluation of the quality of the acquired patterns
    • G06V10/993—Evaluation of the quality of the acquired pattern
    • G—PHYSICS
    • G06—COMPUTING; CALCULATING OR COUNTING
    • G06V—IMAGE OR VIDEO RECOGNITION OR UNDERSTANDING
    • G06V40/00—Recognition of biometric, human-related or animal-related patterns in image or video data
    • G06V40/10—Human or animal bodies, e.g. vehicle occupants or pedestrians; Body parts, e.g. hands
    • G06V40/16—Human faces, e.g. facial parts, sketches or expressions
    • G06V40/161—Detection; Localisation; Normalisation

Landscapes

  • Engineering & Computer Science (AREA)
  • Theoretical Computer Science (AREA)
  • Physics & Mathematics (AREA)
  • General Physics & Mathematics (AREA)
  • Computer Vision & Pattern Recognition (AREA)
  • Evolutionary Computation (AREA)
  • Health & Medical Sciences (AREA)
  • General Health & Medical Sciences (AREA)
  • Multimedia (AREA)
  • Artificial Intelligence (AREA)
  • Software Systems (AREA)
  • Computing Systems (AREA)
  • Data Mining & Analysis (AREA)
  • Medical Informatics (AREA)
  • Databases & Information Systems (AREA)
  • Life Sciences & Earth Sciences (AREA)
  • General Engineering & Computer Science (AREA)
  • Biophysics (AREA)
  • Biomedical Technology (AREA)
  • Computational Linguistics (AREA)
  • Molecular Biology (AREA)
  • Mathematical Physics (AREA)
  • Quality & Reliability (AREA)
  • Oral & Maxillofacial Surgery (AREA)
  • Human Computer Interaction (AREA)
  • Bioinformatics & Cheminformatics (AREA)
  • Bioinformatics & Computational Biology (AREA)
  • Evolutionary Biology (AREA)
  • Image Analysis (AREA)
EP21170755.9A 2020-07-21 2021-04-27 Procédé de détection d'images, appareil, dispositif électronique et support de stockage Withdrawn EP3848853A3 (fr)

Applications Claiming Priority (1)

Application Number Priority Date Filing Date Title
CN202010705042.0A CN111833340B (zh) 2020-07-21 2020-07-21 图像检测方法、装置、电子设备及存储介质

Publications (2)

Publication Number Publication Date
EP3848853A2 EP3848853A2 (fr) 2021-07-14
EP3848853A3 true EP3848853A3 (fr) 2021-11-17

Family

ID=72924542

Family Applications (1)

Application Number Title Priority Date Filing Date
EP21170755.9A Withdrawn EP3848853A3 (fr) 2020-07-21 2021-04-27 Procédé de détection d'images, appareil, dispositif électronique et support de stockage

Country Status (5)

Country Link
US (1) US11798193B2 (fr)
EP (1) EP3848853A3 (fr)
JP (1) JP7051267B2 (fr)
KR (1) KR102595704B1 (fr)
CN (1) CN111833340B (fr)

Families Citing this family (11)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
CN112270356B (zh) * 2020-10-28 2023-10-13 杭州海康威视数字技术股份有限公司 一种图像识别方法、装置及电子设备
CN113011328B (zh) * 2021-03-19 2024-02-27 北京百度网讯科技有限公司 图像处理方法、装置、电子设备及存储介质
CN113033483B (zh) * 2021-04-20 2024-02-02 北京百度网讯科技有限公司 检测目标对象的方法、装置、电子设备和存储介质
CN113591718A (zh) * 2021-07-30 2021-11-02 北京百度网讯科技有限公司 目标对象识别方法、装置、电子设备和存储介质
CN113607742B (zh) * 2021-08-03 2022-11-15 广东利元亨智能装备股份有限公司 电芯极耳检测方法、装置、电子设备和存储介质
CN113743242A (zh) * 2021-08-13 2021-12-03 成都理工大学 一种基于树莓派的滑坡体检测与识别方法
CN113933293A (zh) * 2021-11-08 2022-01-14 中国联合网络通信集团有限公司 浓度检测方法及装置
CN113933294B (zh) * 2021-11-08 2023-07-18 中国联合网络通信集团有限公司 浓度检测方法及装置
US11594016B1 (en) * 2022-05-03 2023-02-28 Plusai, Inc. Navigating a vehicle based on data processing using synthetically generated images
CN115361297B (zh) * 2022-07-08 2024-03-01 深圳云天励飞技术股份有限公司 设备组网方法及相关设备
CN115620039B (zh) * 2022-10-08 2023-07-18 中电金信软件有限公司 一种图像标注方法、装置、设备和介质

Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20140198328A1 (en) * 2010-09-30 2014-07-17 Fujifilm Corporation Color processing method, color processing apparatus and non-transitory recording medium
US20170329775A1 (en) * 2016-05-13 2017-11-16 Canon Kabushiki Kaisha Image processing apparatus, image processing method, search apparatus, search method, and non-transitory computer-readable storage medium
US20180052052A1 (en) * 2015-04-01 2018-02-22 Konica Minolta, Inc. Colorimetry Device And Colorimetry Method

Family Cites Families (15)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
JPH05103336A (ja) * 1991-10-11 1993-04-23 Olympus Optical Co Ltd カラー映像信号処理装置およびカラー映像信号の色補正方法
WO2005124302A1 (fr) * 2004-06-17 2005-12-29 Digital Fashion Ltd. Programme de traitement d'images, dispositif de traitement d'images et procédé de traitement d'images
KR100955180B1 (ko) * 2008-04-11 2010-04-30 엔에이치엔(주) 이미지 품질지수 산출 방법 및 시스템
CN102393902A (zh) * 2011-12-01 2012-03-28 昆山市工业技术研究院有限责任公司 基于h_s二维直方图和区域颜色匹配的车辆颜色检测方法
CN104463827B (zh) * 2013-09-17 2019-02-05 联想(北京)有限公司 一种图像采集模块的自动检测方法及相应的电子设备
CN105096350B (zh) * 2014-05-21 2019-01-11 腾讯科技（深圳）有限公司 图像检测方法及装置
EP3591651A1 (fr) * 2014-08-14 2020-01-08 Samsung Electronics Co., Ltd. Procédé et appareil pour la fourniture de contenu d'images
US10109051B1 (en) * 2016-06-29 2018-10-23 A9.Com, Inc. Item recommendation based on feature match
EP3485762A4 (fr) * 2016-07-14 2019-07-24 Panasonic Intellectual Property Management Co., Ltd. Dispositif d'assistance au maquillage et procédé d'assistance au maquillage
CN106408567A (zh) * 2016-11-23 2017-02-15 北京小米移动软件有限公司 相机成像质量检测方法及装置
CN111295669A (zh) * 2017-06-16 2020-06-16 马克波尔公司 图像处理系统
CN109325933B (zh) * 2017-07-28 2022-06-21 阿里巴巴集团控股有限公司 一种翻拍图像识别方法及装置
CN107909580A (zh) * 2017-11-01 2018-04-13 深圳市深网视界科技有限公司 一种行人衣着颜色识别方法、电子设备及存储介质
CN110472600A (zh) * 2019-08-20 2019-11-19 北京百度网讯科技有限公司 眼底图识别及其训练方法、装置、设备和存储介质
CN110807759B (zh) * 2019-09-16 2022-09-06 上海甜里智能科技有限公司 照片质量的评价方法及装置、电子设备、可读存储介质

Patent Citations (3)

* Cited by examiner, † Cited by third party
Publication number Priority date Publication date Assignee Title
US20140198328A1 (en) * 2010-09-30 2014-07-17 Fujifilm Corporation Color processing method, color processing apparatus and non-transitory recording medium
US20180052052A1 (en) * 2015-04-01 2018-02-22 Konica Minolta, Inc. Colorimetry Device And Colorimetry Method
US20170329775A1 (en) * 2016-05-13 2017-11-16 Canon Kabushiki Kaisha Image processing apparatus, image processing method, search apparatus, search method, and non-transitory computer-readable storage medium

Also Published As

Publication number Publication date
JP2021103555A (ja) 2021-07-15
US11798193B2 (en) 2023-10-24
CN111833340A (zh) 2020-10-27
KR102595704B1 (ko) 2023-10-27
KR20210038487A (ko) 2021-04-07
JP7051267B2 (ja) 2022-04-11
EP3848853A2 (fr) 2021-07-14
US20210209802A1 (en) 2021-07-08
CN111833340B (zh) 2024-03-26

Similar Documents

Publication Publication Date Title
EP3848853A3 (fr) Procédé de détection d'images, appareil, dispositif électronique et support de stockage
CN106295653B (zh) 一种水质图像分类方法
ZA202300610B (en) System and method for crop monitoring
CN110110652B (zh) 一种目标检测方法、电子设备及存储介质
CN108335331A (zh) 一种钢卷双目视觉定位方法及设备
CN103955694A (zh) 图像识别抄表系统及方法
US11669977B2 (en) Processing images to localize novel objects
CN109993086A (zh) 人脸检测方法、装置、系统及终端设备
CN112597495B (zh) 一种恶意代码检测方法、系统、设备及存储介质
CN113487538B (zh) 一种多目标分割缺陷检测方法、装置及其计算机存储介质
CN113989600A (zh) 一种图像异物检测方法
CN113642466B (zh) 活体检测和模型训练方法、设备及介质
CN116912674A (zh) 基于改进的YOLOv5s网络模型复杂水环境下目标检测方法及系统
CN115424288A (zh) 一种基于多维度关系建模的视觉Transformer自监督学习方法及系统
CN111402235A (zh) 菌落图像的生长记录方法、装置、电子设备及存储介质
CN115830721B (zh) 活体检测方法、装置、终端设备和可读存储介质
CN107092907B (zh) 面向血液细菌培养的生长曲线处理方法、装置及系统
CN112561949B (zh) 一种基于rpca和支持向量机的快速运动目标检测算法
EP4187504A8 (fr) Procédé d'apprentissage de modèle de classification de texte, appareil, support d'enregistrement et produit de programme informatique
CN103996044B (zh) 利用遥感图像提取目标的方法和装置
Zhou et al. Script identification based on wavelet energy histogram moment features
Lu et al. RSI-Mix: Data augmentation method for remote sensing image classification
CN112991342A (zh) 基于水位尺图像的水位线检测方法、装置与系统
CN116883998B (zh) 基于毫米波图像的物品标注方法、装置、电子设备
Shi et al. BVCNN: a multi-object image recognition method based on the convolutional neural networks

Legal Events

Date Code Title Description
PUAI Public reference made under article 153(3) epc to a published international application that has entered the european phase

Free format text: ORIGINAL CODE: 0009012

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: REQUEST FOR EXAMINATION WAS MADE

17P Request for examination filed

Effective date: 20210427

AK Designated contracting states

Kind code of ref document: A2

Designated state(s): AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR

PUAL Search report despatched

Free format text: ORIGINAL CODE: 0009013

AK Designated contracting states

Kind code of ref document: A3

Designated state(s): AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR

RIC1 Information provided on ipc code assigned before grant

Ipc: G06K 9/62 20060101ALI20211014BHEP

Ipc: G06K 9/03 20060101ALI20211014BHEP

Ipc: G06K 9/46 20060101ALI20211014BHEP

Ipc: G06K 9/32 20060101ALI20211014BHEP

Ipc: G06K 9/00 20060101AFI20211014BHEP

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: EXAMINATION IS IN PROGRESS

17Q First examination report despatched

Effective date: 20220926

REG Reference to a national code

Ref country code: DE

Ref legal event code: R079

Free format text: PREVIOUS MAIN CLASS: G06K0009000000

Ipc: G06T0007900000

GRAP Despatch of communication of intention to grant a patent

Free format text: ORIGINAL CODE: EPIDOSNIGR1

STAA Information on the status of an ep patent application or granted ep patent

Free format text: STATUS: GRANT OF PATENT IS INTENDED

RIC1 Information provided on ipc code assigned before grant

Ipc: G06F 18/25 20230101ALI20230915BHEP

Ipc: G06V 40/16 20220101ALI20230915BHEP

Ipc: G06V 20/10 20220101ALI20230915BHEP

Ipc: G06V 10/82 20220101ALI20230915BHEP

Ipc: G06V 10/80 20220101ALI20230915BHEP

Ipc: G06N 3/08 20060101ALI20230915BHEP

Ipc: G06T 7/90 20170101AFI20230915BHEP

INTG Intention to grant announced

Effective date: 20231020

18D Application deemed to be withdrawn

Effective date: 20240301